Performing Radial Basis Function Neural Network Nonlinear Equalizer in Self-Homodyne Detection

Shuo Zheng; Shuo Zheng; Min Yang; Min Yang; Guofeng Yan; Guofeng Yan; Yanjun Zhu; Hua Zhang; Chaonan Yao; Yuchen Shao; Jian Wang; Jian Wang

doi:10.1364/IPRSN.2023.JW2E.2

Advanced Photonics Congress 2023
Technical Digest Series (Optica Publishing Group, 2023),
paper JW2E.2
•https://doi.org/10.1364/IPRSN.2023.JW2E.2

Performing Radial Basis Function Neural Network Nonlinear Equalizer in Self-Homodyne Detection

Shuo Zheng, Min Yang, Guofeng Yan, Yanjun Zhu, Hua Zhang, Chaonan Yao, Yuchen Shao, and Jian Wang

Integrated Photonics Research, Silicon and Nanophotonics 2023

Busan Republic of Korea
9–13 July 2023
ISBN: 978-1-957171-26-5

From the session
Machine Learning (SOLED and SPPCOM) (JW2E)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
S. Zheng, M. Yang, G. Yan, Y. Zhu, H. Zhang, C. Yao, Y. Shao, and J. Wang, "Performing Radial Basis Function Neural Network Nonlinear Equalizer in Self-Homodyne Detection," in Advanced Photonics Congress 2023, Technical Digest Series (Optica Publishing Group, 2023), paper JW2E.2.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Citation alert
Save article

Abstract

A radial basis function neural network (RBFNN) based nonlinear equalizer is performed in a 25Gbaud DP-128QAM 10km transmission self-homodyne detection system. A performance gain of 1dB at FEC threshold 1.1e-2 is experimentally demonstrated.

PDF Article

More Like This

Experimental Demonstration of Nonlinear Equalizer for Self-Homodyne Detection Using Indirect Learning Digital Pre-Distorter and Neural Networks

Shuo Zheng, Min Yang, Guofeng Yan, Yanjun Zhu, Hua Zhang, Chaonan Yao, Yuchen Shao, and Jian Wang
SpTu1J.6 Signal Processing in Photonic Communications (SPPCom) 2022

Performance Comparison of Self-Homodyne Detection of Different Modulation Formats Using Advanced Impairments Mitigation Methods

Shuo Zheng, Min Yang, Guofeng Yan, Yanjun Zhu, Hua Zhang, Chaonan Yao, Yuchen Shao, and Jian Wang
SpTh2J.3 Signal Processing in Photonic Communications (SPPCom) 2022

RBF Neural Network Nonlinear Equalizer for CO-OFDM system

Tajammul A. Syed and Kumar K Pradeep
Th3A.49 International Conference on Fibre Optics and Photonics (Photonics) 2016

Previous Article Next Article